Dataset statistics
| Number of variables | 50 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.8 MiB |
| Average record size in memory | 400.0 B |
Variable types
| Numeric | 23 |
|---|---|
| Text | 7 |
| Categorical | 7 |
| Boolean | 13 |
TimeZone is highly imbalanced (54.2%) | Imbalance |
CaseOrder is uniformly distributed | Uniform |
CaseOrder has unique values | Unique |
Customer_id has unique values | Unique |
Interaction has unique values | Unique |
UID has unique values | Unique |
Population has 109 (1.1%) zeros | Zeros |
Children has 2548 (25.5%) zeros | Zeros |
Full_meals_eaten has 3715 (37.1%) zeros | Zeros |
vitD_supp has 6702 (67.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-06 23:57:14.641092 |
|---|---|
| Analysis finished | 2024-05-06 23:57:46.648471 |
| Duration | 32.01 seconds |
| Software version | ydata-profiling vv4.7.0 |
| Download configuration | config.json |
CaseOrder
Real number (ℝ)
UNIFORM  UNIQUE 
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5000.5 |
| Minimum | 1 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 500.95 |
| Q1 | 2500.75 |
| median | 5000.5 |
| Q3 | 7500.25 |
| 95-th percentile | 9500.05 |
| Maximum | 10000 |
| Range | 9999 |
| Interquartile range (IQR) | 4999.5 |
Descriptive statistics
| Standard deviation | 2886.8957 |
|---|---|
| Coefficient of variation (CV) | 0.5773214 |
| Kurtosis | -1.2 |
| Mean | 5000.5 |
| Median Absolute Deviation (MAD) | 2500 |
| Skewness | 0 |
| Sum | 50005000 |
| Variance | 8334166.7 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 6671 | 1 | < 0.1% |
| 6664 | 1 | < 0.1% |
| 6665 | 1 | < 0.1% |
| 6666 | 1 | < 0.1% |
| 6667 | 1 | < 0.1% |
| 6668 | 1 | < 0.1% |
| 6669 | 1 | < 0.1% |
| 6670 | 1 | < 0.1% |
| 6672 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 9999 | 1 | |
| 9998 | 1 | |
| 9997 | 1 | |
| 9996 | 1 | |
| 9995 | 1 | |
| 9994 | 1 | |
| 9993 | 1 | |
| 9992 | 1 | |
| 9991 | 1 |
Customer_id
Text
UNIQUE 
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.9002 |
| Min length | 6 |
Characters and Unicode
| Total characters | 69002 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 10000 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | C412403 |
|---|---|
| 2nd row | Z919181 |
| 3rd row | F995323 |
| 4th row | A879973 |
| 5th row | C544523 |
| Value | Count | Frequency (%) |
| c412403 | 1 | < 0.1% |
| q870521 | 1 | < 0.1% |
| i745784 | 1 | < 0.1% |
| f995323 | 1 | < 0.1% |
| a879973 | 1 | < 0.1% |
| c544523 | 1 | < 0.1% |
| s543885 | 1 | < 0.1% |
| e543302 | 1 | < 0.1% |
| k477307 | 1 | < 0.1% |
| z229385 | 1 | < 0.1% |
| Other values (9990) | 9990 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 6101 | |
| 7 | 6090 | |
| 2 | 6049 | |
| 1 | 6010 | |
| 5 | 5997 | |
| 8 | 5971 | |
| 6 | 5961 | |
| 4 | 5934 | |
| 9 | 5912 | |
| 0 | 4977 | |
| Other values (26) | 10000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 69002 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 6101 | |
| 7 | 6090 | |
| 2 | 6049 | |
| 1 | 6010 | |
| 5 | 5997 | |
| 8 | 5971 | |
| 6 | 5961 | |
| 4 | 5934 | |
| 9 | 5912 | |
| 0 | 4977 | |
| Other values (26) | 10000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 69002 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 6101 | |
| 7 | 6090 | |
| 2 | 6049 | |
| 1 | 6010 | |
| 5 | 5997 | |
| 8 | 5971 | |
| 6 | 5961 | |
| 4 | 5934 | |
| 9 | 5912 | |
| 0 | 4977 | |
| Other values (26) | 10000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 69002 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 6101 | |
| 7 | 6090 | |
| 2 | 6049 | |
| 1 | 6010 | |
| 5 | 5997 | |
| 8 | 5971 | |
| 6 | 5961 | |
| 4 | 5934 | |
| 9 | 5912 | |
| 0 | 4977 | |
| Other values (26) | 10000 |
Interaction
Text
UNIQUE 
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
Characters and Unicode
| Total characters | 360000 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 10000 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 8cd49b13-f45a-4b47-a2bd-173ffa932c2f |
|---|---|
| 2nd row | d2450b70-0337-4406-bdbb-bc1037f1734c |
| 3rd row | a2057123-abf5-4a2c-abad-8ffe33512562 |
| 4th row | 1dec528d-eb34-4079-adce-0d7a40e82205 |
| 5th row | 5885f56b-d6da-43a3-8760-83583af94266 |
| Value | Count | Frequency (%) |
| 8cd49b13-f45a-4b47-a2bd-173ffa932c2f | 1 | < 0.1% |
| 67b386eb-1d04-4020-9474-542a09d304e3 | 1 | < 0.1% |
| c173d889-8d12-4375-819e-cd83902c9de8 | 1 | < 0.1% |
| a2057123-abf5-4a2c-abad-8ffe33512562 | 1 | < 0.1% |
| 1dec528d-eb34-4079-adce-0d7a40e82205 | 1 | < 0.1% |
| 5885f56b-d6da-43a3-8760-83583af94266 | 1 | < 0.1% |
| e3b0a319-9e2e-4a23-8752-2fdc736c30f4 | 1 | < 0.1% |
| 2fccb53e-bd9a-4eaa-a53c-9dfc0cb83f94 | 1 | < 0.1% |
| ab634508-dd8c-42e5-a4e4-d101a46f2431 | 1 | < 0.1% |
| 5acd5dd3-f0ae-41c7-9540-cf3e4ecb2e27 | 1 | < 0.1% |
| Other values (9990) | 9990 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 40000 | 11.1% |
| 4 | 28914 | 8.0% |
| a | 21417 | 5.9% |
| b | 21369 | 5.9% |
| 8 | 21304 | 5.9% |
| 9 | 21055 | 5.8% |
| d | 19025 | 5.3% |
| 0 | 18943 | 5.3% |
| c | 18900 | 5.2% |
| e | 18797 | 5.2% |
| Other values (7) | 130276 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 360000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| - | 40000 | 11.1% |
| 4 | 28914 | 8.0% |
| a | 21417 | 5.9% |
| b | 21369 | 5.9% |
| 8 | 21304 | 5.9% |
| 9 | 21055 | 5.8% |
| d | 19025 | 5.3% |
| 0 | 18943 | 5.3% |
| c | 18900 | 5.2% |
| e | 18797 | 5.2% |
| Other values (7) | 130276 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 360000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| - | 40000 | 11.1% |
| 4 | 28914 | 8.0% |
| a | 21417 | 5.9% |
| b | 21369 | 5.9% |
| 8 | 21304 | 5.9% |
| 9 | 21055 | 5.8% |
| d | 19025 | 5.3% |
| 0 | 18943 | 5.3% |
| c | 18900 | 5.2% |
| e | 18797 | 5.2% |
| Other values (7) | 130276 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 360000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| - | 40000 | 11.1% |
| 4 | 28914 | 8.0% |
| a | 21417 | 5.9% |
| b | 21369 | 5.9% |
| 8 | 21304 | 5.9% |
| 9 | 21055 | 5.8% |
| d | 19025 | 5.3% |
| 0 | 18943 | 5.3% |
| c | 18900 | 5.2% |
| e | 18797 | 5.2% |
| Other values (7) | 130276 |
UID
Text
UNIQUE 
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
Length
| Max length | 32 |
|---|---|
| Median length | 32 |
| Mean length | 32 |
| Min length | 32 |
Characters and Unicode
| Total characters | 320000 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 10000 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 3a83ddb66e2ae73798bdf1d705dc0932 |
|---|---|
| 2nd row | 176354c5eef714957d486009feabf195 |
| 3rd row | e19a0fa00aeda885b8a436757e889bc9 |
| 4th row | cd17d7b6d152cb6f23957346d11c3f07 |
| 5th row | d2f0425877b10ed6bb381f3e2579424a |
| Value | Count | Frequency (%) |
| 3a83ddb66e2ae73798bdf1d705dc0932 | 1 | < 0.1% |
| e8e016144bfbe14974752d834f530e26 | 1 | < 0.1% |
| a8437eadfb17988b7d7fedcc0468664e | 1 | < 0.1% |
| e19a0fa00aeda885b8a436757e889bc9 | 1 | < 0.1% |
| cd17d7b6d152cb6f23957346d11c3f07 | 1 | < 0.1% |
| d2f0425877b10ed6bb381f3e2579424a | 1 | < 0.1% |
| 03e447146d4a32e1aaf75727c3d1230c | 1 | < 0.1% |
| e4884a42ba809df6a89ded6c97f460d4 | 1 | < 0.1% |
| 5f78b8699d1aa9b950b562073f629ca2 | 1 | < 0.1% |
| 687e7ba1b80022c310fa2d4b00db199a | 1 | < 0.1% |
| Other values (9990) | 9990 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 20220 | 6.3% |
| f | 20208 | 6.3% |
| 7 | 20196 | 6.3% |
| c | 20127 | 6.3% |
| b | 20115 | 6.3% |
| 3 | 20110 | 6.3% |
| a | 20101 | 6.3% |
| 5 | 20016 | 6.3% |
| 8 | 19950 | 6.2% |
| e | 19935 | 6.2% |
| Other values (6) | 119022 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 320000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 20220 | 6.3% |
| f | 20208 | 6.3% |
| 7 | 20196 | 6.3% |
| c | 20127 | 6.3% |
| b | 20115 | 6.3% |
| 3 | 20110 | 6.3% |
| a | 20101 | 6.3% |
| 5 | 20016 | 6.3% |
| 8 | 19950 | 6.2% |
| e | 19935 | 6.2% |
| Other values (6) | 119022 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 320000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 20220 | 6.3% |
| f | 20208 | 6.3% |
| 7 | 20196 | 6.3% |
| c | 20127 | 6.3% |
| b | 20115 | 6.3% |
| 3 | 20110 | 6.3% |
| a | 20101 | 6.3% |
| 5 | 20016 | 6.3% |
| 8 | 19950 | 6.2% |
| e | 19935 | 6.2% |
| Other values (6) | 119022 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 320000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 20220 | 6.3% |
| f | 20208 | 6.3% |
| 7 | 20196 | 6.3% |
| c | 20127 | 6.3% |
| b | 20115 | 6.3% |
| 3 | 20110 | 6.3% |
| a | 20101 | 6.3% |
| 5 | 20016 | 6.3% |
| 8 | 19950 | 6.2% |
| e | 19935 | 6.2% |
| Other values (6) | 119022 |
City
Text
| Distinct | 6072 |
|---|---|
| Distinct (%) | 60.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
Length
| Max length | 27 |
|---|---|
| Median length | 24 |
| Mean length | 8.5533 |
| Min length | 3 |
Characters and Unicode
| Total characters | 85533 |
|---|---|
| Distinct characters | 52 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 4219 ? |
|---|---|
| Unique (%) | 42.2% |
Sample
| 1st row | Eva |
|---|---|
| 2nd row | Marianna |
| 3rd row | Sioux Falls |
| 4th row | New Richland |
| 5th row | West Point |
| Value | Count | Frequency (%) |
| city | 210 | 1.7% |
| new | 137 | 1.1% |
| lake | 100 | 0.8% |
| saint | 91 | 0.7% |
| springs | 88 | 0.7% |
| west | 85 | 0.7% |
| san | 84 | 0.7% |
| beach | 69 | 0.5% |
| north | 63 | 0.5% |
| falls | 62 | 0.5% |
| Other values (5409) | 11561 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8036 | 9.4% |
| a | 7231 | 8.5% |
| n | 6370 | 7.4% |
| o | 6369 | 7.4% |
| l | 6117 | 7.2% |
| r | 5499 | 6.4% |
| i | 5273 | 6.2% |
| t | 4530 | 5.3% |
| s | 3542 | 4.1% |
| 2550 | 3.0% | |
| Other values (42) | 30016 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 85533 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 8036 | 9.4% |
| a | 7231 | 8.5% |
| n | 6370 | 7.4% |
| o | 6369 | 7.4% |
| l | 6117 | 7.2% |
| r | 5499 | 6.4% |
| i | 5273 | 6.2% |
| t | 4530 | 5.3% |
| s | 3542 | 4.1% |
| 2550 | 3.0% | |
| Other values (42) | 30016 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 85533 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 8036 | 9.4% |
| a | 7231 | 8.5% |
| n | 6370 | 7.4% |
| o | 6369 | 7.4% |
| l | 6117 | 7.2% |
| r | 5499 | 6.4% |
| i | 5273 | 6.2% |
| t | 4530 | 5.3% |
| s | 3542 | 4.1% |
| 2550 | 3.0% | |
| Other values (42) | 30016 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 85533 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 8036 | 9.4% |
| a | 7231 | 8.5% |
| n | 6370 | 7.4% |
| o | 6369 | 7.4% |
| l | 6117 | 7.2% |
| r | 5499 | 6.4% |
| i | 5273 | 6.2% |
| t | 4530 | 5.3% |
| s | 3542 | 4.1% |
| 2550 | 3.0% | |
| Other values (42) | 30016 |
State
Text
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 20000 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AL |
|---|---|
| 2nd row | FL |
| 3rd row | SD |
| 4th row | MN |
| 5th row | VA |
| Value | Count | Frequency (%) |
| tx | 553 | 5.5% |
| ca | 550 | 5.5% |
| pa | 547 | 5.5% |
| ny | 514 | 5.1% |
| il | 442 | 4.4% |
| oh | 383 | 3.8% |
| mo | 328 | 3.3% |
| fl | 304 | 3.0% |
| va | 287 | 2.9% |
| ia | 276 | 2.8% |
| Other values (42) | 5816 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 2982 | |
| N | 2133 | 10.7% |
| M | 1626 | 8.1% |
| I | 1557 | 7.8% |
| O | 1219 | 6.1% |
| C | 1204 | 6.0% |
| L | 1113 | 5.6% |
| T | 1071 | 5.4% |
| Y | 775 | 3.9% |
| K | 707 | 3.5% |
| Other values (14) | 5613 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 2982 | |
| N | 2133 | 10.7% |
| M | 1626 | 8.1% |
| I | 1557 | 7.8% |
| O | 1219 | 6.1% |
| C | 1204 | 6.0% |
| L | 1113 | 5.6% |
| T | 1071 | 5.4% |
| Y | 775 | 3.9% |
| K | 707 | 3.5% |
| Other values (14) | 5613 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 2982 | |
| N | 2133 | 10.7% |
| M | 1626 | 8.1% |
| I | 1557 | 7.8% |
| O | 1219 | 6.1% |
| C | 1204 | 6.0% |
| L | 1113 | 5.6% |
| T | 1071 | 5.4% |
| Y | 775 | 3.9% |
| K | 707 | 3.5% |
| Other values (14) | 5613 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 2982 | |
| N | 2133 | 10.7% |
| M | 1626 | 8.1% |
| I | 1557 | 7.8% |
| O | 1219 | 6.1% |
| C | 1204 | 6.0% |
| L | 1113 | 5.6% |
| T | 1071 | 5.4% |
| Y | 775 | 3.9% |
| K | 707 | 3.5% |
| Other values (14) | 5613 |
County
Text
| Distinct | 1607 |
|---|---|
| Distinct (%) | 16.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
Length
| Max length | 21 |
|---|---|
| Median length | 19 |
| Mean length | 7.2215 |
| Min length | 3 |
Characters and Unicode
| Total characters | 72215 |
|---|---|
| Distinct characters | 59 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 353 ? |
|---|---|
| Unique (%) | 3.5% |
Sample
| 1st row | Morgan |
|---|---|
| 2nd row | Jackson |
| 3rd row | Minnehaha |
| 4th row | Waseca |
| 5th row | King William |
| Value | Count | Frequency (%) |
| san | 140 | 1.3% |
| st | 127 | 1.2% |
| jefferson | 122 | 1.1% |
| washington | 100 | 0.9% |
| franklin | 93 | 0.9% |
| los | 89 | 0.8% |
| angeles | 88 | 0.8% |
| montgomery | 80 | 0.7% |
| jackson | 78 | 0.7% |
| cook | 69 | 0.6% |
| Other values (1639) | 9919 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 7265 | 10.1% |
| e | 7037 | 9.7% |
| n | 5968 | 8.3% |
| o | 5487 | 7.6% |
| r | 4818 | 6.7% |
| l | 3942 | 5.5% |
| i | 3766 | 5.2% |
| s | 3345 | 4.6% |
| t | 3087 | 4.3% |
| u | 1872 | 2.6% |
| Other values (49) | 25628 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 72215 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 7265 | 10.1% |
| e | 7037 | 9.7% |
| n | 5968 | 8.3% |
| o | 5487 | 7.6% |
| r | 4818 | 6.7% |
| l | 3942 | 5.5% |
| i | 3766 | 5.2% |
| s | 3345 | 4.6% |
| t | 3087 | 4.3% |
| u | 1872 | 2.6% |
| Other values (49) | 25628 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 72215 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 7265 | 10.1% |
| e | 7037 | 9.7% |
| n | 5968 | 8.3% |
| o | 5487 | 7.6% |
| r | 4818 | 6.7% |
| l | 3942 | 5.5% |
| i | 3766 | 5.2% |
| s | 3345 | 4.6% |
| t | 3087 | 4.3% |
| u | 1872 | 2.6% |
| Other values (49) | 25628 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 72215 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 7265 | 10.1% |
| e | 7037 | 9.7% |
| n | 5968 | 8.3% |
| o | 5487 | 7.6% |
| r | 4818 | 6.7% |
| l | 3942 | 5.5% |
| i | 3766 | 5.2% |
| s | 3345 | 4.6% |
| t | 3087 | 4.3% |
| u | 1872 | 2.6% |
| Other values (49) | 25628 |
Zip
Real number (ℝ)
| Distinct | 8612 |
|---|---|
| Distinct (%) | 86.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50159.324 |
| Minimum | 610 |
|---|---|
| Maximum | 99929 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 610 |
|---|---|
| 5-th percentile | 6320 |
| Q1 | 27592 |
| median | 50207 |
| Q3 | 72411.75 |
| 95-th percentile | 95629.1 |
| Maximum | 99929 |
| Range | 99319 |
| Interquartile range (IQR) | 44819.75 |
Descriptive statistics
| Standard deviation | 27469.588 |
|---|---|
| Coefficient of variation (CV) | 0.5476467 |
| Kurtosis | -1.0653664 |
| Mean | 50159.324 |
| Median Absolute Deviation (MAD) | 22331 |
| Skewness | 0.022812519 |
| Sum | 5.0159324 × 108 |
| Variance | 7.5457828 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25674 | 4 | < 0.1% |
| 78104 | 4 | < 0.1% |
| 68355 | 4 | < 0.1% |
| 62098 | 4 | < 0.1% |
| 24136 | 4 | < 0.1% |
| 37324 | 4 | < 0.1% |
| 49791 | 4 | < 0.1% |
| 77663 | 4 | < 0.1% |
| 88345 | 4 | < 0.1% |
| 38330 | 4 | < 0.1% |
| Other values (8602) | 9960 |
| Value | Count | Frequency (%) |
| 610 | 1 | |
| 617 | 1 | |
| 622 | 1 | |
| 624 | 1 | |
| 631 | 1 | |
| 637 | 1 | |
| 656 | 2 | |
| 669 | 2 | |
| 670 | 1 | |
| 676 | 1 |
| Value | Count | Frequency (%) |
| 99929 | 1 | |
| 99925 | 1 | |
| 99922 | 1 | |
| 99919 | 1 | |
| 99918 | 1 | |
| 99833 | 1 | |
| 99791 | 1 | |
| 99790 | 2 | |
| 99786 | 1 | |
| 99785 | 2 |
Lat
Real number (ℝ)
| Distinct | 8588 |
|---|---|
| Distinct (%) | 85.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.751099 |
| Minimum | 17.96719 |
|---|---|
| Maximum | 70.56099 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 17.96719 |
|---|---|
| 5-th percentile | 29.835489 |
| Q1 | 35.25512 |
| median | 39.419355 |
| Q3 | 42.044175 |
| 95-th percentile | 46.496091 |
| Maximum | 70.56099 |
| Range | 52.5938 |
| Interquartile range (IQR) | 6.789055 |
Descriptive statistics
| Standard deviation | 5.4030853 |
|---|---|
| Coefficient of variation (CV) | 0.13943051 |
| Kurtosis | 2.6841865 |
| Mean | 38.751099 |
| Median Absolute Deviation (MAD) | 3.23452 |
| Skewness | 0.0085645322 |
| Sum | 387510.99 |
| Variance | 29.193331 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36.06702 | 4 | < 0.1% |
| 33.34798 | 4 | < 0.1% |
| 35.25512 | 4 | < 0.1% |
| 39.3861 | 4 | < 0.1% |
| 37.8689 | 4 | < 0.1% |
| 40.11509 | 4 | < 0.1% |
| 30.51239 | 4 | < 0.1% |
| 28.51879 | 4 | < 0.1% |
| 37.33123 | 4 | < 0.1% |
| 45.48682 | 4 | < 0.1% |
| Other values (8578) | 9960 |
| Value | Count | Frequency (%) |
| 17.96719 | 1 | |
| 17.99174 | 1 | |
| 18.01023 | 1 | |
| 18.03091 | 1 | |
| 18.0528 | 2 | |
| 18.06465 | 1 | |
| 18.06728 | 1 | |
| 18.07982 | 1 | |
| 18.097 | 1 | |
| 18.18555 | 1 |
| Value | Count | Frequency (%) |
| 70.56099 | 1 | |
| 70.1385 | 1 | |
| 67.47706 | 1 | |
| 67.17316 | 1 | |
| 67.11836 | 1 | |
| 66.97844 | 1 | |
| 66.88754 | 2 | |
| 66.76682 | 1 | |
| 66.56354 | 1 | |
| 66.3831 | 1 |
Lng
Real number (ℝ)
| Distinct | 8725 |
|---|---|
| Distinct (%) | 87.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -91.24308 |
| Minimum | -174.2097 |
|---|---|
| Maximum | -65.29017 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 10000 |
| Negative (%) | 100.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | -174.2097 |
|---|---|
| 5-th percentile | -121.4233 |
| Q1 | -97.352982 |
| median | -88.39723 |
| Q3 | -80.43805 |
| 95-th percentile | -72.910863 |
| Maximum | -65.29017 |
| Range | 108.91953 |
| Interquartile range (IQR) | 16.914932 |
Descriptive statistics
| Standard deviation | 15.205998 |
|---|---|
| Coefficient of variation (CV) | -0.16665371 |
| Kurtosis | 2.3167004 |
| Mean | -91.24308 |
| Median Absolute Deviation (MAD) | 8.40169 |
| Skewness | -1.2589728 |
| Sum | -912430.8 |
| Variance | 231.22237 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -90.30464 | 4 | < 0.1% |
| -94.39542 | 4 | < 0.1% |
| -80.59756 | 4 | < 0.1% |
| -84.59579 | 4 | < 0.1% |
| -95.56405 | 4 | < 0.1% |
| -89.03658 | 4 | < 0.1% |
| -97.76466 | 4 | < 0.1% |
| -85.99134 | 4 | < 0.1% |
| -82.35159 | 4 | < 0.1% |
| -97.25468 | 3 | < 0.1% |
| Other values (8715) | 9961 |
| Value | Count | Frequency (%) |
| -174.2097 | 1 | |
| -171.68815 | 1 | |
| -170.48517 | 1 | |
| -166.49262 | 1 | |
| -166.4926 | 1 | |
| -165.80591 | 1 | |
| -165.8059 | 1 | |
| -165.7979 | 1 | |
| -165.1285 | 1 | |
| -164.4664 | 1 |
| Value | Count | Frequency (%) |
| -65.29017 | 1 | |
| -65.7274 | 2 | |
| -65.76108 | 1 | |
| -65.90881 | 1 | |
| -65.94313 | 1 | |
| -65.97632 | 1 | |
| -65.97936 | 1 | |
| -65.9921 | 1 | |
| -66.01289 | 1 | |
| -66.04267 | 1 |
Population
Real number (ℝ)
ZEROS 
| Distinct | 5951 |
|---|---|
| Distinct (%) | 59.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9965.2538 |
| Minimum | 0 |
|---|---|
| Maximum | 122814 |
| Zeros | 109 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 102 |
| Q1 | 694.75 |
| median | 2769 |
| Q3 | 13945 |
| 95-th percentile | 41550 |
| Maximum | 122814 |
| Range | 122814 |
| Interquartile range (IQR) | 13250.25 |
Descriptive statistics
| Standard deviation | 14824.759 |
|---|---|
| Coefficient of variation (CV) | 1.4876449 |
| Kurtosis | 5.8809129 |
| Mean | 9965.2538 |
| Median Absolute Deviation (MAD) | 2541 |
| Skewness | 2.2299586 |
| Sum | 99652538 |
| Variance | 2.1977347 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 109 | 1.1% |
| 195 | 14 | 0.1% |
| 115 | 11 | 0.1% |
| 178 | 11 | 0.1% |
| 285 | 11 | 0.1% |
| 955 | 10 | 0.1% |
| 689 | 10 | 0.1% |
| 92 | 10 | 0.1% |
| 346 | 10 | 0.1% |
| 294 | 10 | 0.1% |
| Other values (5941) | 9794 |
| Value | Count | Frequency (%) |
| 0 | 109 | |
| 1 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 5 | 0.1% |
| 6 | 5 | 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 3 | < 0.1% |
| 10 | 2 | < 0.1% |
| 11 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 122814 | 2 | |
| 107700 | 1 | |
| 105799 | 2 | |
| 102624 | 1 | |
| 98219 | 1 | |
| 96530 | 2 | |
| 96487 | 1 | |
| 96081 | 1 | |
| 95666 | 1 | |
| 94512 | 1 |
Area
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
| Rural | |
|---|---|
| Suburban | |
| Urban |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 5.9984 |
| Min length | 5 |
Characters and Unicode
| Total characters | 59984 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Suburban |
|---|---|
| 2nd row | Urban |
| 3rd row | Suburban |
| 4th row | Suburban |
| 5th row | Rural |
Common Values
| Value | Count | Frequency (%) |
| Rural | 3369 | |
| Suburban | 3328 | |
| Urban | 3303 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| rural | 3369 | |
| suburban | 3328 | |
| urban | 3303 |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 10025 | |
| r | 10000 | |
| a | 10000 | |
| b | 9959 | |
| n | 6631 | |
| R | 3369 | 5.6% |
| l | 3369 | 5.6% |
| S | 3328 | 5.5% |
| U | 3303 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 59984 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| u | 10025 | |
| r | 10000 | |
| a | 10000 | |
| b | 9959 | |
| n | 6631 | |
| R | 3369 | 5.6% |
| l | 3369 | 5.6% |
| S | 3328 | 5.5% |
| U | 3303 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 59984 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| u | 10025 | |
| r | 10000 | |
| a | 10000 | |
| b | 9959 | |
| n | 6631 | |
| R | 3369 | 5.6% |
| l | 3369 | 5.6% |
| S | 3328 | 5.5% |
| U | 3303 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 59984 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| u | 10025 | |
| r | 10000 | |
| a | 10000 | |
| b | 9959 | |
| n | 6631 | |
| R | 3369 | 5.6% |
| l | 3369 | 5.6% |
| S | 3328 | 5.5% |
| U | 3303 | 5.5% |
TimeZone
Categorical
IMBALANCE 
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
| America/New_York | |
|---|---|
| America/Chicago | |
| America/Los_Angeles | |
| America/Denver | |
| America/Detroit | 262 |
| Other values (21) |
Length
| Max length | 30 |
|---|---|
| Median length | 28 |
| Mean length | 15.9363 |
| Min length | 12 |
Characters and Unicode
| Total characters | 159363 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | America/Chicago |
|---|---|
| 2nd row | America/Chicago |
| 3rd row | America/Chicago |
| 4th row | America/Chicago |
| 5th row | America/New_York |
Common Values
| Value | Count | Frequency (%) |
| America/New_York | 3889 | |
| America/Chicago | 3771 | |
| America/Los_Angeles | 937 | 9.4% |
| America/Denver | 612 | 6.1% |
| America/Detroit | 262 | 2.6% |
| America/Indiana/Indianapolis | 151 | 1.5% |
| America/Phoenix | 100 | 1.0% |
| America/Boise | 86 | 0.9% |
| America/Anchorage | 50 | 0.5% |
| America/Puerto_Rico | 43 | 0.4% |
| Other values (16) | 99 | 1.0% |
Length
| Value | Count | Frequency (%) |
| america/new_york | 3889 | |
| america/chicago | 3771 | |
| america/los_angeles | 937 | 9.4% |
| america/denver | 612 | 6.1% |
| america/detroit | 262 | 2.6% |
| america/indiana/indianapolis | 151 | 1.5% |
| america/phoenix | 100 | 1.0% |
| america/boise | 86 | 0.9% |
| america/anchorage | 50 | 0.5% |
| america/puerto_rico | 43 | 0.4% |
| Other values (16) | 99 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 17587 | |
| r | 14833 | 9.3% |
| i | 14810 | 9.3% |
| a | 14483 | 9.1% |
| c | 13913 | 8.7% |
| A | 10954 | 6.9% |
| / | 10177 | 6.4% |
| m | 9994 | 6.3% |
| o | 9457 | 5.9% |
| _ | 4876 | 3.1% |
| Other values (31) | 38279 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 159363 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 17587 | |
| r | 14833 | 9.3% |
| i | 14810 | 9.3% |
| a | 14483 | 9.1% |
| c | 13913 | 8.7% |
| A | 10954 | 6.9% |
| / | 10177 | 6.4% |
| m | 9994 | 6.3% |
| o | 9457 | 5.9% |
| _ | 4876 | 3.1% |
| Other values (31) | 38279 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 159363 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 17587 | |
| r | 14833 | 9.3% |
| i | 14810 | 9.3% |
| a | 14483 | 9.1% |
| c | 13913 | 8.7% |
| A | 10954 | 6.9% |
| / | 10177 | 6.4% |
| m | 9994 | 6.3% |
| o | 9457 | 5.9% |
| _ | 4876 | 3.1% |
| Other values (31) | 38279 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 159363 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 17587 | |
| r | 14833 | 9.3% |
| i | 14810 | 9.3% |
| a | 14483 | 9.1% |
| c | 13913 | 8.7% |
| A | 10954 | 6.9% |
| / | 10177 | 6.4% |
| m | 9994 | 6.3% |
| o | 9457 | 5.9% |
| _ | 4876 | 3.1% |
| Other values (31) | 38279 |
Job
Text
| Distinct | 639 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
Length
| Max length | 59 |
|---|---|
| Median length | 40 |
| Mean length | 20.7697 |
| Min length | 3 |
Characters and Unicode
| Total characters | 207697 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Psychologist, sport and exercise |
|---|---|
| 2nd row | Community development worker |
| 3rd row | Chief Executive Officer |
| 4th row | Early years teacher |
| 5th row | Health promotion specialist |
| Value | Count | Frequency (%) |
| officer | 936 | 4.1% |
| engineer | 869 | 3.8% |
| manager | 775 | 3.4% |
| scientist | 416 | 1.8% |
| designer | 392 | 1.7% |
| surveyor | 314 | 1.4% |
| and | 269 | 1.2% |
| teacher | 244 | 1.1% |
| therapist | 236 | 1.0% |
| research | 235 | 1.0% |
| Other values (524) | 18289 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 21563 | 10.4% |
| i | 17942 | 8.6% |
| r | 17505 | 8.4% |
| a | 15221 | 7.3% |
| t | 14537 | 7.0% |
| n | 14137 | 6.8% |
| 12975 | 6.2% | |
| o | 11959 | 5.8% |
| s | 11097 | 5.3% |
| c | 10299 | 5.0% |
| Other values (44) | 60462 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 207697 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 21563 | 10.4% |
| i | 17942 | 8.6% |
| r | 17505 | 8.4% |
| a | 15221 | 7.3% |
| t | 14537 | 7.0% |
| n | 14137 | 6.8% |
| 12975 | 6.2% | |
| o | 11959 | 5.8% |
| s | 11097 | 5.3% |
| c | 10299 | 5.0% |
| Other values (44) | 60462 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 207697 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 21563 | 10.4% |
| i | 17942 | 8.6% |
| r | 17505 | 8.4% |
| a | 15221 | 7.3% |
| t | 14537 | 7.0% |
| n | 14137 | 6.8% |
| 12975 | 6.2% | |
| o | 11959 | 5.8% |
| s | 11097 | 5.3% |
| c | 10299 | 5.0% |
| Other values (44) | 60462 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 207697 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 21563 | 10.4% |
| i | 17942 | 8.6% |
| r | 17505 | 8.4% |
| a | 15221 | 7.3% |
| t | 14537 | 7.0% |
| n | 14137 | 6.8% |
| 12975 | 6.2% | |
| o | 11959 | 5.8% |
| s | 11097 | 5.3% |
| c | 10299 | 5.0% |
| Other values (44) | 60462 |
Children
Real number (ℝ)
ZEROS 
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0972 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 2548 |
| Zeros (%) | 25.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 7 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.163659 |
|---|---|
| Coefficient of variation (CV) | 1.0316894 |
| Kurtosis | 2.0763213 |
| Mean | 2.0972 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.4480126 |
| Sum | 20972 |
| Variance | 4.6814203 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2548 | |
| 1 | 2509 | |
| 3 | 1489 | |
| 2 | 1475 | |
| 4 | 995 | 10.0% |
| 7 | 213 | 2.1% |
| 8 | 209 | 2.1% |
| 6 | 191 | 1.9% |
| 5 | 169 | 1.7% |
| 9 | 108 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 2548 | |
| 1 | 2509 | |
| 2 | 1475 | |
| 3 | 1489 | |
| 4 | 995 | 10.0% |
| 5 | 169 | 1.7% |
| 6 | 191 | 1.9% |
| 7 | 213 | 2.1% |
| 8 | 209 | 2.1% |
| 9 | 108 | 1.1% |
| Value | Count | Frequency (%) |
| 10 | 94 | 0.9% |
| 9 | 108 | 1.1% |
| 8 | 209 | 2.1% |
| 7 | 213 | 2.1% |
| 6 | 191 | 1.9% |
| 5 | 169 | 1.7% |
| 4 | 995 | 10.0% |
| 3 | 1489 | |
| 2 | 1475 | |
| 1 | 2509 |
Age
Real number (ℝ)
| Distinct | 72 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.5117 |
| Minimum | 18 |
|---|---|
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 36 |
| median | 53 |
| Q3 | 71 |
| 95-th percentile | 86 |
| Maximum | 89 |
| Range | 71 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 20.638538 |
|---|---|
| Coefficient of variation (CV) | 0.38568272 |
| Kurtosis | -1.1895272 |
| Mean | 53.5117 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 0.0051171024 |
| Sum | 535117 |
| Variance | 425.94926 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 47 | 161 | 1.6% |
| 52 | 159 | 1.6% |
| 74 | 159 | 1.6% |
| 41 | 157 | 1.6% |
| 86 | 156 | 1.6% |
| 66 | 155 | 1.6% |
| 30 | 154 | 1.5% |
| 40 | 154 | 1.5% |
| 31 | 152 | 1.5% |
| 34 | 151 | 1.5% |
| Other values (62) | 8442 |
| Value | Count | Frequency (%) |
| 18 | 133 | |
| 19 | 137 | |
| 20 | 120 | |
| 21 | 125 | |
| 22 | 141 | |
| 23 | 137 | |
| 24 | 144 | |
| 25 | 130 | |
| 26 | 144 | |
| 27 | 135 |
| Value | Count | Frequency (%) |
| 89 | 132 | |
| 88 | 143 | |
| 87 | 136 | |
| 86 | 156 | |
| 85 | 135 | |
| 84 | 127 | |
| 83 | 134 | |
| 82 | 124 | |
| 81 | 131 | |
| 80 | 116 |
Income
Real number (ℝ)
| Distinct | 9993 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40490.495 |
| Minimum | 154.08 |
|---|---|
| Maximum | 207249.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 154.08 |
|---|---|
| 5-th percentile | 7520.3535 |
| Q1 | 19598.775 |
| median | 33768.42 |
| Q3 | 54296.402 |
| 95-th percentile | 96071.831 |
| Maximum | 207249.1 |
| Range | 207095.02 |
| Interquartile range (IQR) | 34697.627 |
Descriptive statistics
| Standard deviation | 28521.153 |
|---|---|
| Coefficient of variation (CV) | 0.70439132 |
| Kurtosis | 2.7456903 |
| Mean | 40490.495 |
| Median Absolute Deviation (MAD) | 16317.9 |
| Skewness | 1.4058989 |
| Sum | 4.0490495 × 108 |
| Variance | 8.1345619 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14572.4 | 2 | < 0.1% |
| 20474.03 | 2 | < 0.1% |
| 37132.97 | 2 | < 0.1% |
| 29508.62 | 2 | < 0.1% |
| 24997.02 | 2 | < 0.1% |
| 26915.85 | 2 | < 0.1% |
| 55506.92 | 2 | < 0.1% |
| 3532.5 | 1 | < 0.1% |
| 63176.93 | 1 | < 0.1% |
| 32371.65 | 1 | < 0.1% |
| Other values (9983) | 9983 |
| Value | Count | Frequency (%) |
| 154.08 | 1 | |
| 300.79 | 1 | |
| 395.23 | 1 | |
| 401.86 | 1 | |
| 493.04 | 1 | |
| 695.22 | 1 | |
| 702.16 | 1 | |
| 798.98 | 1 | |
| 826.01 | 1 | |
| 881.07 | 1 |
| Value | Count | Frequency (%) |
| 207249.1 | 1 | |
| 204542.41 | 1 | |
| 203774.6 | 1 | |
| 197675 | 1 | |
| 197576.18 | 1 | |
| 196915.6 | 1 | |
| 194796.24 | 1 | |
| 190110.8 | 1 | |
| 189416.27 | 1 | |
| 189129.92 | 1 |
Marital
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
| Widowed | |
|---|---|
| Married | |
| Separated | |
| Never Married | |
| Divorced |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 8.7839 |
| Min length | 7 |
Characters and Unicode
| Total characters | 87839 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Divorced |
|---|---|
| 2nd row | Married |
| 3rd row | Widowed |
| 4th row | Married |
| 5th row | Widowed |
Common Values
| Value | Count | Frequency (%) |
| Widowed | 2045 | |
| Married | 2023 | |
| Separated | 1987 | |
| Never Married | 1984 | |
| Divorced | 1961 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| married | 4007 | |
| widowed | 2045 | |
| separated | 1987 | |
| never | 1984 | |
| divorced | 1961 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 15955 | |
| r | 13946 | |
| d | 12045 | |
| i | 8013 | |
| a | 7981 | |
| M | 4007 | 4.6% |
| o | 4006 | 4.6% |
| v | 3945 | 4.5% |
| W | 2045 | 2.3% |
| w | 2045 | 2.3% |
| Other values (7) | 13851 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 87839 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 15955 | |
| r | 13946 | |
| d | 12045 | |
| i | 8013 | |
| a | 7981 | |
| M | 4007 | 4.6% |
| o | 4006 | 4.6% |
| v | 3945 | 4.5% |
| W | 2045 | 2.3% |
| w | 2045 | 2.3% |
| Other values (7) | 13851 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 87839 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 15955 | |
| r | 13946 | |
| d | 12045 | |
| i | 8013 | |
| a | 7981 | |
| M | 4007 | 4.6% |
| o | 4006 | 4.6% |
| v | 3945 | 4.5% |
| W | 2045 | 2.3% |
| w | 2045 | 2.3% |
| Other values (7) | 13851 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 87839 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 15955 | |
| r | 13946 | |
| d | 12045 | |
| i | 8013 | |
| a | 7981 | |
| M | 4007 | 4.6% |
| o | 4006 | 4.6% |
| v | 3945 | 4.5% |
| W | 2045 | 2.3% |
| w | 2045 | 2.3% |
| Other values (7) | 13851 |
Gender
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
| Female | |
|---|---|
| Male | |
| Nonbinary | 214 |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 5.1106 |
| Min length | 4 |
Characters and Unicode
| Total characters | 51106 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Male |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Female | 5018 | |
| Male | 4768 | |
| Nonbinary | 214 | 2.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 5018 | |
| male | 4768 | |
| nonbinary | 214 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 14804 | |
| a | 10000 | |
| l | 9786 | |
| F | 5018 | 9.8% |
| m | 5018 | 9.8% |
| M | 4768 | 9.3% |
| n | 428 | 0.8% |
| N | 214 | 0.4% |
| o | 214 | 0.4% |
| b | 214 | 0.4% |
| Other values (3) | 642 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 51106 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 14804 | |
| a | 10000 | |
| l | 9786 | |
| F | 5018 | 9.8% |
| m | 5018 | 9.8% |
| M | 4768 | 9.3% |
| n | 428 | 0.8% |
| N | 214 | 0.4% |
| o | 214 | 0.4% |
| b | 214 | 0.4% |
| Other values (3) | 642 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 51106 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 14804 | |
| a | 10000 | |
| l | 9786 | |
| F | 5018 | 9.8% |
| m | 5018 | 9.8% |
| M | 4768 | 9.3% |
| n | 428 | 0.8% |
| N | 214 | 0.4% |
| o | 214 | 0.4% |
| b | 214 | 0.4% |
| Other values (3) | 642 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 51106 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 14804 | |
| a | 10000 | |
| l | 9786 | |
| F | 5018 | 9.8% |
| m | 5018 | 9.8% |
| M | 4768 | 9.3% |
| n | 428 | 0.8% |
| N | 214 | 0.4% |
| o | 214 | 0.4% |
| b | 214 | 0.4% |
| Other values (3) | 642 | 1.3% |
ReAdmis
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 6331 | |
| True | 3669 |
VitD_levels
Real number (ℝ)
| Distinct | 9976 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.964262 |
| Minimum | 9.806483 |
|---|---|
| Maximum | 26.394449 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 9.806483 |
|---|---|
| 5-th percentile | 14.655531 |
| Q1 | 16.626439 |
| median | 17.951122 |
| Q3 | 19.347963 |
| 95-th percentile | 21.304579 |
| Maximum | 26.394449 |
| Range | 16.587966 |
| Interquartile range (IQR) | 2.7215239 |
Descriptive statistics
| Standard deviation | 2.017231 |
|---|---|
| Coefficient of variation (CV) | 0.11229134 |
| Kurtosis | -0.022111964 |
| Mean | 17.964262 |
| Median Absolute Deviation (MAD) | 1.3605081 |
| Skewness | 0.032434968 |
| Sum | 179642.62 |
| Variance | 4.0692211 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18.13543091 | 2 | < 0.1% |
| 15.93976 | 2 | < 0.1% |
| 17.82186 | 2 | < 0.1% |
| 20.18417 | 2 | < 0.1% |
| 18.74134 | 2 | < 0.1% |
| 16.55326 | 2 | < 0.1% |
| 17.93487 | 2 | < 0.1% |
| 16.78339 | 2 | < 0.1% |
| 18.71128 | 2 | < 0.1% |
| 15.26009 | 2 | < 0.1% |
| Other values (9966) | 9980 |
| Value | Count | Frequency (%) |
| 9.806483 | 1 | |
| 10.31523421 | 1 | |
| 10.87742702 | 1 | |
| 11.08343 | 1 | |
| 11.47531413 | 1 | |
| 11.53873 | 1 | |
| 11.75106 | 1 | |
| 11.75556 | 1 | |
| 11.78539496 | 1 | |
| 11.84683 | 1 |
| Value | Count | Frequency (%) |
| 26.39444871 | 1 | |
| 25.4440994 | 1 | |
| 25.14727 | 1 | |
| 24.88911 | 1 | |
| 24.63742 | 1 | |
| 24.56546284 | 1 | |
| 24.55913175 | 1 | |
| 24.53871 | 1 | |
| 24.45037 | 1 | |
| 24.421656 | 1 |
Doc_visits
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0122 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.0457344 |
|---|---|
| Coefficient of variation (CV) | 0.20863781 |
| Kurtosis | 0.025999275 |
| Mean | 5.0122 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.018563292 |
| Sum | 50122 |
| Variance | 1.0935605 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 3823 | |
| 6 | 2436 | |
| 4 | 2385 | |
| 7 | 634 | 6.3% |
| 3 | 595 | 5.9% |
| 8 | 61 | 0.6% |
| 2 | 58 | 0.6% |
| 1 | 6 | 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 6 | 0.1% |
| 2 | 58 | 0.6% |
| 3 | 595 | 5.9% |
| 4 | 2385 | |
| 5 | 3823 | |
| 6 | 2436 | |
| 7 | 634 | 6.3% |
| 8 | 61 | 0.6% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 2 | < 0.1% |
| 8 | 61 | 0.6% |
| 7 | 634 | 6.3% |
| 6 | 2436 | |
| 5 | 3823 | |
| 4 | 2385 | |
| 3 | 595 | 5.9% |
| 2 | 58 | 0.6% |
| 1 | 6 | 0.1% |
Full_meals_eaten
Real number (ℝ)
ZEROS 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0014 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 3715 |
| Zeros (%) | 37.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.0081169 |
|---|---|
| Coefficient of variation (CV) | 1.0067075 |
| Kurtosis | 1.0427267 |
| Mean | 1.0014 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.0094611 |
| Sum | 10014 |
| Variance | 1.0162997 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3715 | |
| 1 | 3615 | |
| 2 | 1856 | |
| 3 | 612 | 6.1% |
| 4 | 169 | 1.7% |
| 5 | 25 | 0.2% |
| 6 | 6 | 0.1% |
| 7 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 3715 | |
| 1 | 3615 | |
| 2 | 1856 | |
| 3 | 612 | 6.1% |
| 4 | 169 | 1.7% |
| 5 | 25 | 0.2% |
| 6 | 6 | 0.1% |
| 7 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 2 | < 0.1% |
| 6 | 6 | 0.1% |
| 5 | 25 | 0.2% |
| 4 | 169 | 1.7% |
| 3 | 612 | 6.1% |
| 2 | 1856 | |
| 1 | 3615 | |
| 0 | 3715 |
vitD_supp
Real number (ℝ)
ZEROS 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3989 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 6702 |
| Zeros (%) | 67.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.62850481 |
|---|---|
| Coefficient of variation (CV) | 1.5755949 |
| Kurtosis | 2.3307634 |
| Mean | 0.3989 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.5502054 |
| Sum | 3989 |
| Variance | 0.39501829 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6702 | |
| 1 | 2684 | |
| 2 | 544 | 5.4% |
| 3 | 64 | 0.6% |
| 4 | 5 | 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6702 | |
| 1 | 2684 | |
| 2 | 544 | 5.4% |
| 3 | 64 | 0.6% |
| 4 | 5 | 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 4 | 5 | 0.1% |
| 3 | 64 | 0.6% |
| 2 | 544 | 5.4% |
| 1 | 2684 | |
| 0 | 6702 |
Soft_drink
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 7425 | |
| True | 2575 | 25.8% |
Initial_admin
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
| Emergency Admission | |
|---|---|
| Elective Admission | |
| Observation Admission |
Length
| Max length | 21 |
|---|---|
| Median length | 19 |
| Mean length | 19.2368 |
| Min length | 18 |
Characters and Unicode
| Total characters | 192368 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Emergency Admission |
|---|---|
| 2nd row | Emergency Admission |
| 3rd row | Elective Admission |
| 4th row | Elective Admission |
| 5th row | Elective Admission |
Common Values
| Value | Count | Frequency (%) |
| Emergency Admission | 5060 | |
| Elective Admission | 2504 | |
| Observation Admission | 2436 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| admission | 10000 | |
| emergency | 5060 | |
| elective | 2504 | 12.5% |
| observation | 2436 | 12.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 24940 | |
| s | 22436 | |
| e | 17564 | 9.1% |
| n | 17496 | 9.1% |
| m | 15060 | 7.8% |
| o | 12436 | 6.5% |
| d | 10000 | 5.2% |
| A | 10000 | 5.2% |
| 10000 | 5.2% | |
| E | 7564 | 3.9% |
| Other values (10) | 44872 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 192368 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 24940 | |
| s | 22436 | |
| e | 17564 | 9.1% |
| n | 17496 | 9.1% |
| m | 15060 | 7.8% |
| o | 12436 | 6.5% |
| d | 10000 | 5.2% |
| A | 10000 | 5.2% |
| 10000 | 5.2% | |
| E | 7564 | 3.9% |
| Other values (10) | 44872 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 192368 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 24940 | |
| s | 22436 | |
| e | 17564 | 9.1% |
| n | 17496 | 9.1% |
| m | 15060 | 7.8% |
| o | 12436 | 6.5% |
| d | 10000 | 5.2% |
| A | 10000 | 5.2% |
| 10000 | 5.2% | |
| E | 7564 | 3.9% |
| Other values (10) | 44872 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 192368 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 24940 | |
| s | 22436 | |
| e | 17564 | 9.1% |
| n | 17496 | 9.1% |
| m | 15060 | 7.8% |
| o | 12436 | 6.5% |
| d | 10000 | 5.2% |
| A | 10000 | 5.2% |
| 10000 | 5.2% | |
| E | 7564 | 3.9% |
| Other values (10) | 44872 |
HighBlood
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 5910 | |
| True | 4090 |
Stroke
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 8007 | |
| True | 1993 | 19.9% |
Complication_risk
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
| Medium | |
|---|---|
| High | |
| Low |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.6909 |
| Min length | 3 |
Characters and Unicode
| Total characters | 46909 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Medium |
|---|---|
| 2nd row | High |
| 3rd row | Medium |
| 4th row | Medium |
| 5th row | Low |
Common Values
| Value | Count | Frequency (%) |
| Medium | 4517 | |
| High | 3358 | |
| Low | 2125 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| medium | 4517 | |
| high | 3358 | |
| low | 2125 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 7875 | |
| M | 4517 | |
| e | 4517 | |
| d | 4517 | |
| u | 4517 | |
| m | 4517 | |
| H | 3358 | |
| g | 3358 | |
| h | 3358 | |
| L | 2125 | 4.5% |
| Other values (2) | 4250 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 46909 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 7875 | |
| M | 4517 | |
| e | 4517 | |
| d | 4517 | |
| u | 4517 | |
| m | 4517 | |
| H | 3358 | |
| g | 3358 | |
| h | 3358 | |
| L | 2125 | 4.5% |
| Other values (2) | 4250 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 46909 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 7875 | |
| M | 4517 | |
| e | 4517 | |
| d | 4517 | |
| u | 4517 | |
| m | 4517 | |
| H | 3358 | |
| g | 3358 | |
| h | 3358 | |
| L | 2125 | 4.5% |
| Other values (2) | 4250 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 46909 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 7875 | |
| M | 4517 | |
| e | 4517 | |
| d | 4517 | |
| u | 4517 | |
| m | 4517 | |
| H | 3358 | |
| g | 3358 | |
| h | 3358 | |
| L | 2125 | 4.5% |
| Other values (2) | 4250 |
Overweight
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 7094 | |
| False | 2906 |
Arthritis
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 6426 | |
| True | 3574 |
Diabetes
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 7262 | |
| True | 2738 | 27.4% |
Hyperlipidemia
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 6628 | |
| True | 3372 |
BackPain
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 5886 | |
| True | 4114 |
Anxiety
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 6785 | |
| True | 3215 |
Allergic_rhinitis
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 6059 | |
| True | 3941 |
Reflux_esophagitis
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 5865 | |
| True | 4135 |
Asthma
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 7107 | |
| True | 2893 |
Services
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
| Blood Work | |
|---|---|
| Intravenous | |
| CT Scan | |
| MRI | 380 |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 9.6795 |
| Min length | 3 |
Characters and Unicode
| Total characters | 96795 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Blood Work |
|---|---|
| 2nd row | Intravenous |
| 3rd row | Blood Work |
| 4th row | Blood Work |
| 5th row | CT Scan |
Common Values
| Value | Count | Frequency (%) |
| Blood Work | 5265 | |
| Intravenous | 3130 | |
| CT Scan | 1225 | 12.2% |
| MRI | 380 | 3.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| blood | 5265 | |
| work | 5265 | |
| intravenous | 3130 | |
| ct | 1225 | 7.4% |
| scan | 1225 | 7.4% |
| mri | 380 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 18925 | |
| r | 8395 | 8.7% |
| n | 7485 | 7.7% |
| 6490 | 6.7% | |
| B | 5265 | 5.4% |
| d | 5265 | 5.4% |
| W | 5265 | 5.4% |
| k | 5265 | 5.4% |
| l | 5265 | 5.4% |
| a | 4355 | 4.5% |
| Other values (12) | 24820 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 96795 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 18925 | |
| r | 8395 | 8.7% |
| n | 7485 | 7.7% |
| 6490 | 6.7% | |
| B | 5265 | 5.4% |
| d | 5265 | 5.4% |
| W | 5265 | 5.4% |
| k | 5265 | 5.4% |
| l | 5265 | 5.4% |
| a | 4355 | 4.5% |
| Other values (12) | 24820 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 96795 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 18925 | |
| r | 8395 | 8.7% |
| n | 7485 | 7.7% |
| 6490 | 6.7% | |
| B | 5265 | 5.4% |
| d | 5265 | 5.4% |
| W | 5265 | 5.4% |
| k | 5265 | 5.4% |
| l | 5265 | 5.4% |
| a | 4355 | 4.5% |
| Other values (12) | 24820 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 96795 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 18925 | |
| r | 8395 | 8.7% |
| n | 7485 | 7.7% |
| 6490 | 6.7% | |
| B | 5265 | 5.4% |
| d | 5265 | 5.4% |
| W | 5265 | 5.4% |
| k | 5265 | 5.4% |
| l | 5265 | 5.4% |
| a | 4355 | 4.5% |
| Other values (12) | 24820 |
Initial_days
Real number (ℝ)
| Distinct | 9997 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.455299 |
| Minimum | 1.0019809 |
|---|---|
| Maximum | 71.98149 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1.0019809 |
|---|---|
| 5-th percentile | 2.3081027 |
| Q1 | 7.8962147 |
| median | 35.836244 |
| Q3 | 61.16102 |
| 95-th percentile | 69.892048 |
| Maximum | 71.98149 |
| Range | 70.979509 |
| Interquartile range (IQR) | 53.264805 |
Descriptive statistics
| Standard deviation | 26.309341 |
|---|---|
| Coefficient of variation (CV) | 0.76357895 |
| Kurtosis | -1.7545246 |
| Mean | 34.455299 |
| Median Absolute Deviation (MAD) | 26.863318 |
| Skewness | 0.070286083 |
| Sum | 344552.99 |
| Variance | 692.18144 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 63.54432 | 2 | < 0.1% |
| 67.42139 | 2 | < 0.1% |
| 70.32542 | 2 | < 0.1% |
| 63.33469 | 1 | < 0.1% |
| 67.03651 | 1 | < 0.1% |
| 64.53351 | 1 | < 0.1% |
| 49.52823 | 1 | < 0.1% |
| 66.01216 | 1 | < 0.1% |
| 67.60782 | 1 | < 0.1% |
| 62.9642 | 1 | < 0.1% |
| Other values (9987) | 9987 |
| Value | Count | Frequency (%) |
| 1.001980919 | 1 | |
| 1.008401065 | 1 | |
| 1.009142748 | 1 | |
| 1.010068463 | 1 | |
| 1.012481219 | 1 | |
| 1.012585747 | 1 | |
| 1.013972797 | 1 | |
| 1.014903071 | 1 | |
| 1.016185458 | 1 | |
| 1.016258363 | 1 |
| Value | Count | Frequency (%) |
| 71.98149 | 1 | |
| 71.96869 | 1 | |
| 71.96546 | 1 | |
| 71.96415 | 1 | |
| 71.96342 | 1 | |
| 71.96164 | 1 | |
| 71.96134 | 1 | |
| 71.95813 | 1 | |
| 71.95472 | 1 | |
| 71.94732 | 1 |
TotalCharge
Real number (ℝ)
| Distinct | 9997 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5312.1728 |
| Minimum | 1938.3121 |
|---|---|
| Maximum | 9180.728 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1938.3121 |
|---|---|
| 5-th percentile | 2521.0829 |
| Q1 | 3179.374 |
| median | 5213.952 |
| Q3 | 7459.6997 |
| 95-th percentile | 8342.4286 |
| Maximum | 9180.728 |
| Range | 7242.4159 |
| Interquartile range (IQR) | 4280.3257 |
Descriptive statistics
| Standard deviation | 2180.3938 |
|---|---|
| Coefficient of variation (CV) | 0.41045236 |
| Kurtosis | -1.6682665 |
| Mean | 5312.1728 |
| Median Absolute Deviation (MAD) | 2129.2794 |
| Skewness | 0.069660946 |
| Sum | 53121728 |
| Variance | 4754117.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7555.452 | 2 | < 0.1% |
| 7964.681 | 2 | < 0.1% |
| 8081.346 | 2 | < 0.1% |
| 3726.70286 | 1 | < 0.1% |
| 8449.859 | 1 | < 0.1% |
| 7174.396 | 1 | < 0.1% |
| 7358.173 | 1 | < 0.1% |
| 6390.429 | 1 | < 0.1% |
| 7548.257 | 1 | < 0.1% |
| 7284.532 | 1 | < 0.1% |
| Other values (9987) | 9987 |
| Value | Count | Frequency (%) |
| 1938.312067 | 1 | |
| 1957.445547 | 1 | |
| 1969.472468 | 1 | |
| 2000.776336 | 1 | |
| 2004.755279 | 1 | |
| 2006.878935 | 1 | |
| 2010.399554 | 1 | |
| 2022.650007 | 1 | |
| 2027.22267 | 1 | |
| 2035.787412 | 1 |
| Value | Count | Frequency (%) |
| 9180.728 | 1 | |
| 9169.248 | 1 | |
| 9080.912 | 1 | |
| 9077.388 | 1 | |
| 9067.605 | 1 | |
| 9065.054 | 1 | |
| 9028.118 | 1 | |
| 9022.166 | 1 | |
| 9012.388 | 1 | |
| 9004.401 | 1 |
Additional_charges
Real number (ℝ)
| Distinct | 9418 |
|---|---|
| Distinct (%) | 94.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12934.529 |
| Minimum | 3125.703 |
|---|---|
| Maximum | 30566.07 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 3125.703 |
|---|---|
| 5-th percentile | 4608.275 |
| Q1 | 7986.4878 |
| median | 11573.978 |
| Q3 | 15626.49 |
| 95-th percentile | 26604.555 |
| Maximum | 30566.07 |
| Range | 27440.367 |
| Interquartile range (IQR) | 7640.0022 |
Descriptive statistics
| Standard deviation | 6542.6015 |
|---|---|
| Coefficient of variation (CV) | 0.50582451 |
| Kurtosis | -0.14268428 |
| Mean | 12934.529 |
| Median Absolute Deviation (MAD) | 3716.8143 |
| Skewness | 0.831842 |
| Sum | 1.2934529 × 108 |
| Variance | 42805635 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24109.57264 | 3 | < 0.1% |
| 25325.81647 | 3 | < 0.1% |
| 6315.62213 | 3 | < 0.1% |
| 11995.00516 | 3 | < 0.1% |
| 4880.460246 | 3 | < 0.1% |
| 5000.124 | 3 | < 0.1% |
| 10299.30056 | 3 | < 0.1% |
| 14644.12 | 3 | < 0.1% |
| 13791.41 | 3 | < 0.1% |
| 14641.57104 | 3 | < 0.1% |
| Other values (9408) | 9970 |
| Value | Count | Frequency (%) |
| 3125.703 | 1 | |
| 3132.25999 | 2 | |
| 3139.049369 | 2 | |
| 3173.112679 | 1 | |
| 3213.0799 | 1 | |
| 3214.27887 | 1 | |
| 3221.335 | 1 | |
| 3241.33976 | 2 | |
| 3241.34 | 2 | |
| 3243.864573 | 1 |
| Value | Count | Frequency (%) |
| 30566.07 | 1 | |
| 30466.93 | 1 | |
| 30422.53 | 1 | |
| 30395.02524 | 1 | |
| 30087.65094 | 1 | |
| 30071.48531 | 1 | |
| 29981.79494 | 1 | |
| 29885.66 | 1 | |
| 29837.70749 | 1 | |
| 29828.95899 | 1 |
Item1
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5188 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0319656 |
|---|---|
| Coefficient of variation (CV) | 0.29327203 |
| Kurtosis | -0.086467871 |
| Mean | 3.5188 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.029341065 |
| Sum | 35188 |
| Variance | 1.0649531 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 3455 | |
| 3 | 3404 | |
| 5 | 1377 | 13.8% |
| 2 | 1315 | 13.2% |
| 6 | 225 | 2.2% |
| 1 | 213 | 2.1% |
| 7 | 10 | 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 213 | 2.1% |
| 2 | 1315 | 13.2% |
| 3 | 3404 | |
| 4 | 3455 | |
| 5 | 1377 | 13.8% |
| 6 | 225 | 2.2% |
| 7 | 10 | 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 7 | 10 | 0.1% |
| 6 | 225 | 2.2% |
| 5 | 1377 | 13.8% |
| 4 | 3455 | |
| 3 | 3404 | |
| 2 | 1315 | 13.2% |
| 1 | 213 | 2.1% |
Item2
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5067 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0348247 |
|---|---|
| Coefficient of variation (CV) | 0.2950993 |
| Kurtosis | -0.15777178 |
| Mean | 3.5067 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.031911727 |
| Sum | 35067 |
| Variance | 1.0708622 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 3439 | |
| 4 | 3351 | |
| 5 | 1421 | |
| 2 | 1360 | 13.6% |
| 1 | 213 | 2.1% |
| 6 | 204 | 2.0% |
| 7 | 12 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 213 | 2.1% |
| 2 | 1360 | 13.6% |
| 3 | 3439 | |
| 4 | 3351 | |
| 5 | 1421 | |
| 6 | 204 | 2.0% |
| 7 | 12 | 0.1% |
| Value | Count | Frequency (%) |
| 7 | 12 | 0.1% |
| 6 | 204 | 2.0% |
| 5 | 1421 | |
| 4 | 3351 | |
| 3 | 3439 | |
| 2 | 1360 | 13.6% |
| 1 | 213 | 2.1% |
Item3
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5111 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0327553 |
|---|---|
| Coefficient of variation (CV) | 0.29414009 |
| Kurtosis | -0.094517211 |
| Mean | 3.5111 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.033200429 |
| Sum | 35111 |
| Variance | 1.0665834 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 3464 | |
| 3 | 3379 | |
| 5 | 1358 | 13.6% |
| 2 | 1356 | 13.6% |
| 6 | 220 | 2.2% |
| 1 | 211 | 2.1% |
| 7 | 11 | 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 211 | 2.1% |
| 2 | 1356 | 13.6% |
| 3 | 3379 | |
| 4 | 3464 | |
| 5 | 1358 | 13.6% |
| 6 | 220 | 2.2% |
| 7 | 11 | 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 7 | 11 | 0.1% |
| 6 | 220 | 2.2% |
| 5 | 1358 | 13.6% |
| 4 | 3464 | |
| 3 | 3379 | |
| 2 | 1356 | 13.6% |
| 1 | 211 | 2.1% |
Item4
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5151 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0362815 |
|---|---|
| Coefficient of variation (CV) | 0.29480854 |
| Kurtosis | -0.12608848 |
| Mean | 3.5151 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.048655569 |
| Sum | 35151 |
| Variance | 1.0738794 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 3422 | |
| 4 | 3394 | |
| 5 | 1388 | |
| 2 | 1346 | 13.5% |
| 6 | 231 | 2.3% |
| 1 | 207 | 2.1% |
| 7 | 12 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 207 | 2.1% |
| 2 | 1346 | 13.5% |
| 3 | 3422 | |
| 4 | 3394 | |
| 5 | 1388 | |
| 6 | 231 | 2.3% |
| 7 | 12 | 0.1% |
| Value | Count | Frequency (%) |
| 7 | 12 | 0.1% |
| 6 | 231 | 2.3% |
| 5 | 1388 | |
| 4 | 3394 | |
| 3 | 3422 | |
| 2 | 1346 | 13.5% |
| 1 | 207 | 2.1% |
Item5
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4969 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0301925 |
|---|---|
| Coefficient of variation (CV) | 0.29460164 |
| Kurtosis | -0.087591745 |
| Mean | 3.4969 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.04949087 |
| Sum | 34969 |
| Variance | 1.0612965 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 3446 | |
| 3 | 3423 | |
| 2 | 1380 | |
| 5 | 1308 | 13.1% |
| 6 | 219 | 2.2% |
| 1 | 211 | 2.1% |
| 7 | 13 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 211 | 2.1% |
| 2 | 1380 | |
| 3 | 3423 | |
| 4 | 3446 | |
| 5 | 1308 | 13.1% |
| 6 | 219 | 2.2% |
| 7 | 13 | 0.1% |
| Value | Count | Frequency (%) |
| 7 | 13 | 0.1% |
| 6 | 219 | 2.2% |
| 5 | 1308 | 13.1% |
| 4 | 3446 | |
| 3 | 3423 | |
| 2 | 1380 | |
| 1 | 211 | 2.1% |
Item6
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5225 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0323761 |
|---|---|
| Coefficient of variation (CV) | 0.2930805 |
| Kurtosis | -0.13081223 |
| Mean | 3.5225 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.01034502 |
| Sum | 35225 |
| Variance | 1.0658003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 3464 | |
| 3 | 3371 | |
| 5 | 1403 | |
| 2 | 1319 | 13.2% |
| 6 | 220 | 2.2% |
| 1 | 213 | 2.1% |
| 7 | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 213 | 2.1% |
| 2 | 1319 | 13.2% |
| 3 | 3371 | |
| 4 | 3464 | |
| 5 | 1403 | |
| 6 | 220 | 2.2% |
| 7 | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 7 | 10 | 0.1% |
| 6 | 220 | 2.2% |
| 5 | 1403 | |
| 4 | 3464 | |
| 3 | 3371 | |
| 2 | 1319 | 13.2% |
| 1 | 213 | 2.1% |
Item7
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.494 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0214051 |
|---|---|
| Coefficient of variation (CV) | 0.29233116 |
| Kurtosis | -0.056030688 |
| Mean | 3.494 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.035368327 |
| Sum | 34940 |
| Variance | 1.0432683 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 3487 | |
| 3 | 3456 | |
| 2 | 1345 | 13.5% |
| 5 | 1274 | 12.7% |
| 1 | 215 | 2.1% |
| 6 | 212 | 2.1% |
| 7 | 11 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 215 | 2.1% |
| 2 | 1345 | 13.5% |
| 3 | 3456 | |
| 4 | 3487 | |
| 5 | 1274 | 12.7% |
| 6 | 212 | 2.1% |
| 7 | 11 | 0.1% |
| Value | Count | Frequency (%) |
| 7 | 11 | 0.1% |
| 6 | 212 | 2.1% |
| 5 | 1274 | 12.7% |
| 4 | 3487 | |
| 3 | 3456 | |
| 2 | 1345 | 13.5% |
| 1 | 215 | 2.1% |
Item8
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5097 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0423121 |
|---|---|
| Coefficient of variation (CV) | 0.2969804 |
| Kurtosis | -0.18020853 |
| Mean | 3.5097 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.044709052 |
| Sum | 35097 |
| Variance | 1.0864146 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 3401 | |
| 4 | 3337 | |
| 5 | 1429 | |
| 2 | 1391 | |
| 6 | 221 | 2.2% |
| 1 | 209 | 2.1% |
| 7 | 12 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 209 | 2.1% |
| 2 | 1391 | |
| 3 | 3401 | |
| 4 | 3337 | |
| 5 | 1429 | |
| 6 | 221 | 2.2% |
| 7 | 12 | 0.1% |
| Value | Count | Frequency (%) |
| 7 | 12 | 0.1% |
| 6 | 221 | 2.2% |
| 5 | 1429 | |
| 4 | 3337 | |
| 3 | 3401 | |
| 2 | 1391 | |
| 1 | 209 | 2.1% |
| CaseOrder | Customer_id | Interaction | UID | City | State | County | Zip | Lat | Lng | Population | Area | TimeZone | Job | Children | Age | Income | Marital | Gender | ReAdmis | VitD_levels | Doc_visits | Full_meals_eaten | vitD_supp | Soft_drink | Initial_admin | HighBlood | Stroke | Complication_risk | Overweight | Arthritis | Diabetes | Hyperlipidemia | BackPain | Anxiety | Allergic_rhinitis | Reflux_esophagitis | Asthma | Services | Initial_days | TotalCharge | Additional_charges | Item1 | Item2 | Item3 | Item4 | Item5 | Item6 | Item7 | Item8 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | C412403 | 8cd49b13-f45a-4b47-a2bd-173ffa932c2f | 3a83ddb66e2ae73798bdf1d705dc0932 | Eva | AL | Morgan | 35621 | 34.34960 | -86.72508 | 2951 | Suburban | America/Chicago | Psychologist, sport and exercise | 1 | 53 | 86575.93 | Divorced | Male | No | 19.141466 | 6 | 0 | 0 | No | Emergency Admission | Yes | No | Medium | No | Yes | Yes | No | Yes | Yes | Yes | No | Yes | Blood Work | 10.585770 | 3726.702860 | 17939.403420 | 3 | 3 | 2 | 2 | 4 | 3 | 3 | 4 |
| 1 | 2 | Z919181 | d2450b70-0337-4406-bdbb-bc1037f1734c | 176354c5eef714957d486009feabf195 | Marianna | FL | Jackson | 32446 | 30.84513 | -85.22907 | 11303 | Urban | America/Chicago | Community development worker | 3 | 51 | 46805.99 | Married | Female | No | 18.940352 | 4 | 2 | 1 | No | Emergency Admission | Yes | No | High | Yes | No | No | No | No | No | No | Yes | No | Intravenous | 15.129562 | 4193.190458 | 17612.998120 | 3 | 4 | 3 | 4 | 4 | 4 | 3 | 3 |
| 2 | 3 | F995323 | a2057123-abf5-4a2c-abad-8ffe33512562 | e19a0fa00aeda885b8a436757e889bc9 | Sioux Falls | SD | Minnehaha | 57110 | 43.54321 | -96.63772 | 17125 | Suburban | America/Chicago | Chief Executive Officer | 3 | 53 | 14370.14 | Widowed | Female | No | 18.057507 | 4 | 1 | 0 | No | Elective Admission | Yes | No | Medium | Yes | No | Yes | No | No | No | No | No | No | Blood Work | 4.772177 | 2434.234222 | 17505.192460 | 2 | 4 | 4 | 4 | 3 | 4 | 3 | 3 |
| 3 | 4 | A879973 | 1dec528d-eb34-4079-adce-0d7a40e82205 | cd17d7b6d152cb6f23957346d11c3f07 | New Richland | MN | Waseca | 56072 | 43.89744 | -93.51479 | 2162 | Suburban | America/Chicago | Early years teacher | 0 | 78 | 39741.49 | Married | Male | No | 16.576858 | 4 | 1 | 0 | No | Elective Admission | No | Yes | Medium | No | Yes | No | No | No | No | No | Yes | Yes | Blood Work | 1.714879 | 2127.830423 | 12993.437350 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 5 |
| 4 | 5 | C544523 | 5885f56b-d6da-43a3-8760-83583af94266 | d2f0425877b10ed6bb381f3e2579424a | West Point | VA | King William | 23181 | 37.59894 | -76.88958 | 5287 | Rural | America/New_York | Health promotion specialist | 1 | 22 | 1209.56 | Widowed | Female | No | 17.439069 | 5 | 0 | 2 | Yes | Elective Admission | No | No | Low | No | No | No | Yes | No | No | Yes | No | No | CT Scan | 1.254807 | 2113.073274 | 3716.525786 | 2 | 1 | 3 | 3 | 5 | 3 | 4 | 3 |
| 5 | 6 | S543885 | e3b0a319-9e2e-4a23-8752-2fdc736c30f4 | 03e447146d4a32e1aaf75727c3d1230c | Braggs | OK | Muskogee | 74423 | 35.67302 | -95.19180 | 981 | Urban | America/Chicago | Corporate treasurer | 3 | 76 | 81999.88 | Never Married | Male | No | 19.612646 | 6 | 0 | 0 | No | Observation Admission | No | No | Medium | Yes | Yes | Yes | No | Yes | No | Yes | No | No | Blood Work | 5.957250 | 2636.691180 | 12742.589910 | 4 | 5 | 4 | 4 | 3 | 5 | 4 | 6 |
| 6 | 7 | E543302 | 2fccb53e-bd9a-4eaa-a53c-9dfc0cb83f94 | e4884a42ba809df6a89ded6c97f460d4 | Thompson | OH | Geauga | 44086 | 41.67511 | -81.05788 | 2558 | Rural | America/New_York | Hydrologist | 0 | 50 | 10456.05 | Never Married | Male | No | 14.751687 | 6 | 0 | 0 | No | Emergency Admission | Yes | No | Low | Yes | Yes | Yes | Yes | Yes | Yes | No | Yes | No | Intravenous | 9.058210 | 3694.627161 | 16815.513600 | 4 | 3 | 3 | 2 | 3 | 4 | 5 | 5 |
| 7 | 8 | K477307 | ab634508-dd8c-42e5-a4e4-d101a46f2431 | 5f78b8699d1aa9b950b562073f629ca2 | Strasburg | VA | Shenandoah | 22641 | 39.08062 | -78.39150 | 479 | Urban | America/New_York | Psychiatric nurse | 7 | 40 | 38319.29 | Divorced | Female | No | 19.688673 | 7 | 2 | 0 | No | Observation Admission | No | No | Medium | Yes | No | No | No | No | No | No | No | No | Intravenous | 14.228019 | 3021.499039 | 6930.572138 | 1 | 2 | 2 | 5 | 4 | 2 | 4 | 2 |
| 8 | 9 | Q870521 | 67b386eb-1d04-4020-9474-542a09d304e3 | e8e016144bfbe14974752d834f530e26 | Panama City | FL | Bay | 32404 | 30.20097 | -85.50610 | 40029 | Urban | America/Chicago | Computer games developer | 0 | 48 | 55586.48 | Widowed | Male | No | 19.653320 | 6 | 3 | 0 | No | Emergency Admission | No | No | Low | Yes | No | No | Yes | No | No | No | No | No | Intravenous | 6.180339 | 2968.402860 | 8363.187290 | 3 | 3 | 2 | 3 | 3 | 3 | 4 | 2 |
| 9 | 10 | Z229385 | 5acd5dd3-f0ae-41c7-9540-cf3e4ecb2e27 | 687e7ba1b80022c310fa2d4b00db199a | Paynesville | MN | Stearns | 56362 | 45.40325 | -94.71424 | 5840 | Urban | America/Chicago | Production assistant, radio | 2 | 78 | 38965.22 | Never Married | Female | No | 18.224324 | 7 | 1 | 2 | No | Emergency Admission | Yes | No | High | Yes | No | No | No | No | No | Yes | Yes | Yes | Blood Work | 1.632554 | 3147.855813 | 26225.989910 | 5 | 5 | 5 | 3 | 4 | 2 | 3 | 2 |
| CaseOrder | Customer_id | Interaction | UID | City | State | County | Zip | Lat | Lng | Population | Area | TimeZone | Job | Children | Age | Income | Marital | Gender | ReAdmis | VitD_levels | Doc_visits | Full_meals_eaten | vitD_supp | Soft_drink | Initial_admin | HighBlood | Stroke | Complication_risk | Overweight | Arthritis | Diabetes | Hyperlipidemia | BackPain | Anxiety | Allergic_rhinitis | Reflux_esophagitis | Asthma | Services | Initial_days | TotalCharge | Additional_charges | Item1 | Item2 | Item3 | Item4 | Item5 | Item6 | Item7 | Item8 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9990 | 9991 | M07341 | 9b73f4cb-3945-41c1-9a38-129fcecde3a0 | 4f83c32e349fa29482f338ed25896f01 | Crosby | MS | Wilkinson | 39633 | 31.29102 | -91.18493 | 1236 | Rural | America/Chicago | Buyer, industrial | 0 | 69 | 59914.82 | Never Married | Female | Yes | 15.90575 | 4 | 0 | 2 | No | Elective Admission | No | No | Medium | Yes | No | No | Yes | No | No | No | Yes | No | CT Scan | 62.73599 | 7149.808 | 11365.370 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 3 |
| 9991 | 9992 | L715446 | a5492e46-bf07-4c9e-bd00-e96adba46557 | 441b4934c2fdb97ce81fe317b4150a32 | Blunt | SD | Hughes | 57522 | 44.47735 | -99.99679 | 552 | Urban | America/Chicago | Telecommunications researcher | 0 | 61 | 44740.81 | Separated | Male | Yes | 19.25381 | 3 | 2 | 0 | No | Elective Admission | No | Yes | Medium | Yes | No | No | Yes | No | Yes | Yes | No | Yes | CT Scan | 56.87419 | 6756.520 | 10263.560 | 3 | 2 | 3 | 4 | 3 | 3 | 4 | 3 |
| 9992 | 9993 | T523588 | 8dfe0df1-bf7b-48d0-83e9-0bc22d86d168 | 1a35db97b8b90ab318b90b708904d312 | Columbus | OH | Franklin | 43203 | 39.97310 | -82.96898 | 8368 | Rural | America/New_York | Training and development officer | 3 | 50 | 21989.44 | Married | Female | Yes | 15.73466 | 3 | 2 | 0 | Yes | Emergency Admission | Yes | No | High | No | Yes | Yes | Yes | No | No | Yes | Yes | Yes | Blood Work | 56.61571 | 7894.201 | 17367.970 | 3 | 3 | 4 | 2 | 4 | 3 | 3 | 4 |
| 9993 | 9994 | Q117805 | ccc85472-5bd1-4389-8442-122a876b9000 | 9612abd4b9a81c2fd596ec9adb232efa | Northvale | NJ | Bergen | 7647 | 41.00669 | -73.94259 | 5412 | Urban | America/New_York | Legal executive | 1 | 83 | 15654.69 | Married | Male | No | 18.84074 | 4 | 1 | 1 | No | Emergency Admission | Yes | No | High | Yes | No | No | Yes | No | No | No | No | No | Blood Work | 40.35530 | 6294.443 | 27882.080 | 6 | 6 | 5 | 3 | 3 | 5 | 5 | 5 |
| 9994 | 9995 | M583491 | 15c2b4bb-2c36-41b2-b1e2-206144fae1dc | b9dd180aa8894ecea6af33a46b22e015 | Fellsmere | FL | Indian River | 32948 | 27.88942 | -80.73347 | 7908 | Urban | America/New_York | Technical author | 6 | 69 | 39797.05 | Separated | Male | No | 16.60460 | 4 | 0 | 2 | No | Emergency Admission | No | No | Medium | No | Yes | No | No | No | No | No | Yes | Yes | Blood Work | 37.93212 | 5607.716 | 12045.860 | 2 | 3 | 2 | 1 | 5 | 3 | 4 | 2 |
| 9995 | 9996 | B863060 | a25b594d-0328-486f-a9b9-0567eb0f9723 | 39184dc28cc038871912ccc4500049e5 | Norlina | NC | Warren | 27563 | 36.42886 | -78.23716 | 4762 | Urban | America/New_York | Programmer, multimedia | 2 | 25 | 45967.61 | Widowed | Male | No | 16.98086 | 4 | 2 | 1 | No | Emergency Admission | Yes | No | Medium | No | No | No | No | No | Yes | No | Yes | No | Intravenous | 51.56122 | 6850.942 | 8927.642 | 3 | 2 | 2 | 3 | 4 | 3 | 4 | 2 |
| 9996 | 9997 | P712040 | 70711574-f7b1-4a17-b15f-48c54564b70f | 3cd124ccd43147404292e883bf9ec55c | Milmay | NJ | Atlantic | 8340 | 39.43609 | -74.87302 | 1251 | Urban | America/New_York | Restaurant manager, fast food | 4 | 87 | 14983.02 | Widowed | Male | Yes | 18.17702 | 5 | 0 | 0 | No | Elective Admission | Yes | No | Medium | Yes | Yes | Yes | No | No | No | No | No | Yes | CT Scan | 68.66824 | 7741.690 | 28507.150 | 3 | 3 | 4 | 2 | 5 | 3 | 4 | 4 |
| 9997 | 9998 | R778890 | 1d79569d-8e0f-4180-a207-d67ee4527d26 | 41b770aeee97a5b9e7f69c906a8119d7 | Southside | TN | Montgomery | 37171 | 36.36655 | -87.29988 | 532 | Rural | America/Chicago | Psychologist, occupational | 3 | 45 | 65917.81 | Separated | Female | Yes | 17.12907 | 4 | 2 | 0 | Yes | Elective Admission | Yes | No | High | Yes | No | No | No | No | Yes | Yes | No | No | Intravenous | 70.15418 | 8276.481 | 15281.210 | 3 | 3 | 3 | 4 | 4 | 2 | 3 | 2 |
| 9998 | 9999 | E344109 | f5a68e69-2a60-409b-a92f-ac0847b27db0 | 2bb491ef5b1beb1fed758cc6885c167a | Quinn | SD | Pennington | 57775 | 44.10354 | -102.01590 | 271 | Rural | America/Denver | Outdoor activities/education manager | 3 | 43 | 29702.32 | Divorced | Male | Yes | 19.91043 | 5 | 2 | 1 | No | Emergency Admission | No | No | Medium | Yes | No | No | No | Yes | No | No | No | No | Blood Work | 63.35690 | 7644.483 | 7781.678 | 5 | 5 | 3 | 4 | 4 | 3 | 4 | 3 |
| 9999 | 10000 | I569847 | bc482c02-f8c9-4423-99de-3db5e62a18d5 | 95663a202338000abdf7e09311c2a8a1 | Coraopolis | PA | Allegheny | 15108 | 40.49998 | -80.19959 | 41524 | Urban | America/New_York | Sports development officer | 8 | 70 | 62682.63 | Separated | Female | Yes | 18.38862 | 5 | 0 | 1 | No | Observation Admission | No | No | Low | Yes | Yes | No | Yes | No | No | Yes | No | No | Blood Work | 70.85059 | 7887.553 | 11643.190 | 4 | 3 | 3 | 2 | 3 | 6 | 4 | 3 |